An Accuracy-Information Tradeoff for Loss-Difference Conditional Mutual Information T7R1Q29DQK
| URI | m2://res/T7R1Q29DQK |
|---|---|
| Kind | preprint |
| Creators | Hazar Yueksel |
| Date | 2026-10-06 |
| Subjects | arxiv cs.LG, arxiv cs.IT, arxiv math.IT, arxiv stat.ML |
| Scope | border |
Expressions
e1: version, preprint
| Date | 2026-10-06 |
|---|---|
| Ids | arXiv 2610.09206 |
Items in this resource
The mentions of the inventory that name this resource. Each name links to the card of its inventory row.
| Item | Kind | Where | Source |
|---|---|---|---|
| 1CYTHJXCRE | unknown | unknown | arxiv |
| 48XM96DBF6 | unknown | unknown | arxiv |
| Without a regularizer | statement | proposition E.3 | arxiv |
| What transfers at zero noise | statement | lemma H.2 | arxiv |
| Dependent weighted tails | statement | lemma 10 | arxiv |
| Dimension | statement | proposition 12 | arxiv |
| Three moment bounds | statement | proposition 7 | arxiv |
| 71EKPTTH77 | statement | theorem | arxiv |
| Model information does not determine the tradeoff | statement | proposition H.5 | arxiv |
| Privacy caps the audit statistic | statement | corollary F.3 | arxiv |
| Exact moments of ridge ERM | statement | lemma I.1 | arxiv |
| Moment-to-information transfer | statement | theorem 6 | arxiv |
| Data processing and tracers | statement | lemma H.1 | arxiv |
| GAVDFMR0K7 | definition | definition | arxiv |
| The pair matrix has full rank | statement | lemma H.4 | arxiv |
| JER8Y9629E | unknown | unknown | arxiv |
| K4T40AYV2P | unknown | unknown | arxiv |
| KJ3EQZCNB2 | unknown | unknown | arxiv |
| Optimal sample size | statement | proposition 4 | arxiv |
| Privacy caps the signed loss difference of every pair | statement | proposition F.2 | arxiv |
| Accuracy of $T_r(\Zbar)$ | statement | lemma H.3 | arxiv |
| PYRTPVTA7N | definition | definition | arxiv |
| Matched growth is needed | statement | proposition 11 | arxiv |
| Every-learner lower bound for power-linear losses | statement | lemma G.1 | arxiv |
| Loss-difference CMI bounds and privacy | statement | corollary 5 | arxiv |
| Operator-norm tails in linear dimension | statement | lemma 9 | arxiv |
| V5JTK2ZC65 | unknown | unknown | arxiv |
| Two-point forms of differential privacy | statement | lemma F.1 | arxiv |
| Two-sided tradeoff | statement | theorem 3 | arxiv |
| Loss-difference release | definition | definition 1 | arxiv |
| Theorem | unknown | unknown | arxiv |
| YQCH2JNPXH | unknown | unknown | arxiv |
| Beta fingerprinting | statement | lemma 8 | arxiv |
| YZX5HYXWDJ | definition | definition | arxiv |
| ZVNTDCMWQ7 | unknown | unknown | arxiv |
Catalogue records
- arxiv: 2610.09206 (work)